Crucial Exams

Microsoft Fabric Data Engineer Associate DP-700 Practice Question

Your team needs to ingest telemetry from thousands of manufacturing devices that publish JSON events every second. You must archive the raw events in OneLake, route them into a Real-Time Analytics database, and create a Power BI report that refreshes with sub-second latency. The solution should be implemented by data engineers through a visual, no-code experience without writing PySpark or KQL. Which Microsoft Fabric streaming engine should you recommend?

  • KQL streaming ingestion in a Real-Time Analytics database

  • Eventstream

  • A custom Kafka consumer running on an Azure Kubernetes Service (AKS) cluster

  • Spark Structured Streaming in a Fabric notebook

Microsoft Fabric Data Engineer Associate DP-700
Ingest and transform data
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